By compressing the video content into
Xie Saining speculated that Sora may use the VAE architecture for the video compression network. The difference is that it has been trained on original video data. And since VAE is a ConvNet, DiT is technically a hybrid model. () Visual data processing method Sora innovatively uses "Patches" technology to process visual data, which is different from the token processing method of large language models.a low-dimensional latent space and further deconstructing it into spatio-temporal patches, the video is converted intoan easy-to-process patch form. words super complete dismantling | Sora prompt word cheats and Malaysia Phone Number Data comparison of the effects of competing products () Flexibility of video formats Sora can generate videos in multiple formats, supporting different resolutions, durations and aspect ratios, optimizing the composition and layout of the videos. Instead of cropping a video into a square, which is common, Sora is able to capture the scene completely thanks to training on the original dimensions of the video. words super complete dismantling | Sora prompt word cheats and
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comparison of the effects of competing products () Image generation ability In addition to videos, Sora also has the ability to generate images. By arranging Gaussian noise patches in a spatial grid and setting the time range to a single frame, Sora is able to generate images of different sizes, up to × resolution. words super complete dismantling | Sora prompt word cheats and comparison of the effects of competing products Postscript Overall, the emergence of Sora heralds a major change in the field of video creation.
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